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OpenClaw Skills & Use Case Index

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Skills tagged: PyTorch

Browse skills that share this tag.

  • td-test - Tensor-Descriptor Kernel Test Generation
    TritonPyTorchKernel TestingTensor Descriptor

    ★ 1 · Updated 2026-09-15

    Writes numerical equivalence tests comparing a tensor-descriptor kernel against its original implementation, saving to tests/triton/test_<name>_td.py.

    ⚙ Write numerical equivalence tests⚙ Consult preflight knowledge base⚙ Reuse wrapper launch logic
  • docstring - Write PyTorch Docstrings Following Conventions
    PyTorchdocstringdocumentationSphinx

    ★ 602 · Updated 2026-06-30

    Write docstrings for PyTorch functions and methods following PyTorch Sphinx/reStructuredText conventions.

    ⚙ Write PyTorch function docstrings⚙ Format docstrings as raw strings⚙ Document function parameters with types
  • optimizing-attention-flash - Flash Attention Optimization for Transformers
    Flash AttentionAttention OptimizationMemory EfficiencyPyTorch

    ★ 18 · Updated 2026-06-30

    Optimizes transformer attention using Flash Attention via PyTorch SDPA, flash-attn library, H100 FP8, and sliding window attention.

    ⚙ Enable Flash Attention backend⚙ Replace standard attention computation⚙ Benchmark attention speed and memory
  • stable-baselines3 - Production-ready reinforcement learning algorithms library
    reinforcement learningmachine learningalgorithmsPyTorch

    ★ 602 · Updated 2026-06-30

    PyTorch-based RL algorithms library for training agents and creating custom environments

    ⚙ train RL agents⚙ create custom environments⚙ implement callbacks
  • stable-baselines3 - Production-ready RL Algorithms
    machine learningreinforcement learningPyTorchmodel training

    ★ 23 · Updated 2026-06-30

    PyTorch-based RL algorithms for training agents, custom environments, callbacks, and workflow optimization

    ⚙ train RL agent⚙ create environment⚙ implement callback
  • metal-kernel - PyTorch Metal Kernel Implementation
    PyTorchMetalMPSApple Silicon

    ★ 602 · Updated 2026-06-30

    Implement Metal/MPS kernels for PyTorch operators on Apple Silicon

    ⚙ update dispatch configuration⚙ write Metal kernel code⚙ implement host-side stub
  • metal-kernel - PyTorch Metal Kernels for Apple Silicon
    MetalPyTorchApple SiliconGPU

    ★ 0 · Updated 2026-06-30

    Implement Metal/MPS kernels for PyTorch operators using native c10/metal infrastructure

    ⚙ write Metal kernel⚙ update native_functions.yaml⚙ implement host-side stub
  • pytorch-guide - PyTorch Training Best Practices Guide
    PyTorchdeep learningmodel trainingGPU

    ★ 4,344 · Updated 2026-06-15

    Catalog common PyTorch mistakes and provide battle-tested training patterns and optimization techniques

    ⚙ detect common PyTorch mistakes⚙ provide training templates⚙ fix evaluation mode issues
  • triaging-issues - PyTorch GitHub Issue Triage
    GitHubissue triagePyTorchautomation

    ★ 18 · Updated 2026-05-11

    Routes GitHub issues to teams and applies labels

    ⚙ route issues⚙ apply labels⚙ close questions
  • triaging-issues - PyTorch GitHub Issue Triage
    GitHubissue managementtriagePyTorch

    ★ 602 · Updated 2026-05-11

    Triages GitHub issues by routing to oncall teams, applying labels, and closing questions

    ⚙ read GitHub issue⚙ apply labels⚙ close issue
  • apple-ml - Apple Silicon ML code patterns
    machine learningApple SiliconPyTorchMLX

    ★ 1 · Updated 2026-03-25

    Write PyTorch and MLX code for Apple Silicon M-series hardware without CUDA

    ⚙ select device⚙ set memory limit⚙ monitor memory
  • PyTorch ML - Deep Learning with PyTorch Framework
    deep learningmachine learningPyTorchGPU computing

    ★ 18 · Updated 2026-03-20

    Complete machine learning environment for model training, GPU acceleration, and data science workflows

    ⚙ define neural networks⚙ train neural networks⚙ accelerate with CUDA
  • dual_branch_vit_adaptive_counter_guide - Dual-Branch ViT RGB/Event Fusion
    ViTmultimodalself_attentionPyTorch

    ★ 581 · Updated 2026-03-10

    Integrate Counter_Guide module with Adaptive_Weight into dual-branch ViT for RGB/Event fusion using Multi_Context architecture

    ⚙ implement self-attention module⚙ create multi_context attention⚙ apply adaptive weighting
  • pytorch-architecture - PyTorch Architecture Design & Best Practices
    machine learningPyTorchdeep learningdistributed training

    ★ 0 · Updated 2026-03-10

    Design and implement PyTorch modules with best practices for memory, DDP, and performance.

    ⚙ design encoder modules⚙ design decoder modules⚙ design loss modules
  • ML Control & Neural Training Specialist - Expert neural network trainer for control systems
    machine learningcontrol systemsneural networksPyTorch

    ★ 2 · Updated 2026-02-13

    Train neural networks for dynamical systems and control applications

    ⚙ train neural networks⚙ design loss functions⚙ create training datasets
  • basilica-cli-helper - Rent GPUs and run ML training on Basilica's decentralized compute platform
    GPU rentalmachine learningdistributed computingcompute platform

    ★ 18 · Updated 2026-02-11

    This skill helps access high-performance GPUs through Basilica's CLI for machine learning training, distributed jobs, and compute resource management

    ⚙ list available GPUs⚙ rent GPU instances⚙ execute commands remotely
  • basilica-cli-helper - Rent GPUs and run ML training jobs on Basilica's decentralized compute platform
    GPUML TrainingComputeCloud

    ★ 602 · Updated 2026-02-11

    Manage GPU rentals, ML training jobs, and compute resources on Basilica's decentralized GPU marketplace

    ⚙ rent GPUs on Basilica⚙ list available GPU offerings⚙ execute commands on remote instances